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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

FULL REVERSE ENGINEERING: awstore.cloud Malware

Caution

Это профессиональный многостадийный MitM-троян, таргетированный на СНГ. Значительно опаснее обычного стилера.


Attack Overview

Элементарное "Спасибо" ниже в комментариях, будет греть душу))

graph TD
@jorexdeveloper
jorexdeveloper / kali-linux-android.md
Last active August 10, 2026 00:49
Install Kali NetHunter Rootless on Android.

TERMUX NETHUNTER

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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>EQB — Equine Biomechanics & Exercise Physiology</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link href="https://fonts.googleapis.com/css2?family=Cormorant+Garamond:ital,wght@0,300;0,400;0,600;1,300;1,400&family=Bebas+Neue&family=DM+Sans:wght@300;400;500&display=swap" rel="stylesheet">
<style>
:root {
@Maciejdziuba
Maciejdziuba / README.md
Last active August 10, 2026 00:20
The Software Factory Playbook — Dex Horthy's 4-gate workflow (Product → Architecture → Program Design → Vertical Slices) as an installable Claude Code skill. From the Dex Horthy episode on David Ondrej's podcast.

The Software Factory Playbook — Dex Horthy's 4-gate workflow as a skill

A Claude Code Agent Skill built from Dex Horthy's (HumanLayer) playbook on David Ondrej's podcast.

"Once the model has written thousands of lines of code, it is harder to change. The sessions that generate design docs are context-light — you get the most model intelligence when you do the hard thinking early."

By default, agents build horizontally: all the backend, then all the frontend, then a 2,000-line diff lands in your lap and reviewing it is your problem. This skill flips that. Every decision that matters gets made before the code exists — where changing your mind costs a sentence, not a rewrite.

What it does

@rooootdev
rooootdev / dotdot.m
Last active August 10, 2026 00:09
CVE-2026-43723. Technically an arbitrary root file write primitive, however, the cleanup path in MediaRemote deletes the file ca. 50ms after the write, so it effectively becomes an arbitrary root file deletion primitive.
//
// dotdot.m
// dotdot
//
// Created by roooot on 03.08.26.
// Copyright (C) 2026 roooot
//
// This program is free software: you can redistribute it and/or modify
// it under the terms of the GNU Affero General Public License as published
// by the Free Software Foundation, either version 3 of the License, or